In [1]:
!mkdir -p ~/.kaggle
!cp kaggle.json ~/.kaggle/
In [2]:
!kaggle datasets download -d puneet6060/intel-image-classification
Warning: Your Kaggle API key is readable by other users on this system! To fix this, you can run 'chmod 600 /root/.kaggle/kaggle.json'
Dataset URL: https://www.kaggle.com/datasets/puneet6060/intel-image-classification
License(s): copyright-authors
In [3]:
!unzip intel-image-classification.zip -d intel_data
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In [4]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import tensorflow as tf
import keras
from tensorflow.keras.layers import Dense,Dropout,Flatten,Conv2D,MaxPooling2D,BatchNormalization
from tensorflow.keras.models import Sequential
from keras import callbacks
from keras.optimizers import Adam
import os
import matplotlib.cm as cm
from sklearn.model_selection import train_test_split
from sklearn.metrics import confusion_matrix,classification_report,ConfusionMatrixDisplay
import random
import warnings
warnings.filterwarnings("ignore")
In [5]:
pred_dir='/content/intel_data/seg_pred/seg_pred'
train_dir='/content/intel_data/seg_train/seg_train'
test_dir='/content/intel_data/seg_test/seg_test'
In [6]:
os.listdir(train_dir)
Out[6]:
['forest', 'street', 'mountain', 'sea', 'buildings', 'glacier']
In [7]:
os.listdir(test_dir)
Out[7]:
['forest', 'street', 'mountain', 'sea', 'buildings', 'glacier']
In [8]:
os.listdir(pred_dir)
Out[8]:
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 '9315.jpg',
 ...]
In [9]:
#assigning the class_names
class_names=['buildings','forest',  'glacier', 'mountain', 'sea','street' ]
class_names
Out[9]:
['buildings', 'forest', 'glacier', 'mountain', 'sea', 'street']
In [10]:
for img_class in class_names:
  class_dir=os.path.join(train_dir,img_class)
  image_path=os.listdir(class_dir)
  random_images=random.sample(image_path,k=5)

  fig,ax=plt.subplots(1,5,figsize=(12,3))
  plt.suptitle(f'Sample from"{img_class}" class',fontsize=14)

  for i,random_image in enumerate(random_images):
    image_path=os.path.join(class_dir,random_image)
    image=tf.keras.utils.load_img(image_path)

    ax[i].imshow(image)
    ax[i].axis('off')
  plt.subplots_adjust(hspace=-0.2)
  plt.show()
  print("\n")
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In [11]:
counts=[]
for img_class in class_names:
  class_dir=os.path.join(train_dir,img_class)
  counts.append(len(os.listdir(class_dir)))
plt.figure(figsize=(12,6))
ax=sns.barplot(x=counts,y=class_names)

for i,p in enumerate(ax.patches):
  width=p.get_width()
  ax.text(width+5,p.get_y()+p.get_height()/2.,'{}'.format(counts[i]))
plt.title("number of images per class")
plt.xlabel("number of samples")
plt.ylabel("classes")
plt.show()
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In [12]:
image_data=[]
for img_class in class_names:
  class_dir=os.path.join(train_dir,img_class)
  images_path=os.listdir(class_dir)

  for image in images_path:
    image_path=os.path.join(class_dir,image)
    image_data.append((image_path,img_class))
  train_df=pd.DataFrame(image_data,columns=['image_path','Label'])

  #shuffling the dataframe for randomness
  train_df=train_df.sample(frac=1,random_state=42).reset_index(drop=True)
train_df.head()
Out[12]:
image_path Label
0 /content/intel_data/seg_train/seg_train/buildi... buildings
1 /content/intel_data/seg_train/seg_train/street... street
2 /content/intel_data/seg_train/seg_train/street... street
3 /content/intel_data/seg_train/seg_train/sea/16... sea
4 /content/intel_data/seg_train/seg_train/mounta... mountain
In [13]:
labels=train_df['Label'].value_counts().index
count=train_df['Label'].value_counts().values
plt.pie(count,labels=labels,autopct='%0.2f%%',colors=cm.Set2.colors)
plt.show()
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In [14]:
train_df=tf.keras.utils.image_dataset_from_directory(train_dir,
                                                    validation_split=0.2,
                                                    subset="training",
                                                    seed=42,
                                                    image_size=(128,128),
                                                    batch_size=32,
                                                    label_mode='categorical'
                                                    )
test_df=tf.keras.utils.image_dataset_from_directory(test_dir,
                                                    seed=42,
                                                    image_size=(128,128),
                                                    batch_size=32,
                                                    label_mode='categorical'
                                                    )
val_df=tf.keras.utils.image_dataset_from_directory(train_dir,
                                                    validation_split=0.2,
                                                    subset="validation",
                                                    seed=42,
                                                    image_size=(128,128),
                                                    batch_size=32,
                                                    label_mode='categorical'
                                                    )
Found 14034 files belonging to 6 classes.
Using 11228 files for training.
Found 3000 files belonging to 6 classes.
Found 14034 files belonging to 6 classes.
Using 2806 files for validation.
In [15]:
test_df=test_df.map(lambda x,y:(x/255,y))
train_df=train_df.map(lambda x,y: (x/255,y))
val_df=val_df.map(lambda x,y: (x/255,y))
In [16]:
early_stopping=keras.callbacks.EarlyStopping(
    monitor='val_loss',
    min_delta=0.001,
    start_from_epoch=10,
    verbose=1,
    patience=5
)
reduce_lr=keras.callbacks.ReduceLROnPlateau(
    monitor='val_loss',
    factor=0.5,
    patience=5,
    verbose=1,
    min_delta=0.001,
    min_lr=1e-5

)
In [17]:
model=Sequential()
model.add(Conv2D(32,(3,3),activation='relu',input_shape=(128,128,3)))
model.add(BatchNormalization())
model.add(MaxPooling2D())

model.add(Conv2D(64,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(Conv2D(64,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(MaxPooling2D())

model.add(Conv2D(128,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(Conv2D(128,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(MaxPooling2D())

model.add(Flatten())
model.add(Dense(128,activation='relu'))
model.add(Dropout(0.2))
model.add(Dense(256,activation='relu'))
model.add(Dropout(0.5))
model.add(Dense(6,activation='softmax'))

opt=Adam(learning_rate=0.0001)
model.compile(loss='categorical_crossentropy',optimizer=opt,metrics=['accuracy'])

model.summary()

history=model.fit(train_df,epochs=30,validation_data=val_df,callbacks=[early_stopping,reduce_lr])
Model: "sequential"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Layer (type)                    ┃ Output Shape           ┃       Param # ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ conv2d (Conv2D)                 │ (None, 126, 126, 32)   │           896 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ batch_normalization             │ (None, 126, 126, 32)   │           128 │
│ (BatchNormalization)            │                        │               │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ max_pooling2d (MaxPooling2D)    │ (None, 63, 63, 32)     │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ conv2d_1 (Conv2D)               │ (None, 61, 61, 64)     │        18,496 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ batch_normalization_1           │ (None, 61, 61, 64)     │           256 │
│ (BatchNormalization)            │                        │               │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ conv2d_2 (Conv2D)               │ (None, 59, 59, 64)     │        36,928 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ batch_normalization_2           │ (None, 59, 59, 64)     │           256 │
│ (BatchNormalization)            │                        │               │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ max_pooling2d_1 (MaxPooling2D)  │ (None, 29, 29, 64)     │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ conv2d_3 (Conv2D)               │ (None, 27, 27, 128)    │        73,856 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ batch_normalization_3           │ (None, 27, 27, 128)    │           512 │
│ (BatchNormalization)            │                        │               │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ conv2d_4 (Conv2D)               │ (None, 25, 25, 128)    │       147,584 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ batch_normalization_4           │ (None, 25, 25, 128)    │           512 │
│ (BatchNormalization)            │                        │               │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ max_pooling2d_2 (MaxPooling2D)  │ (None, 12, 12, 128)    │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ flatten (Flatten)               │ (None, 18432)          │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense (Dense)                   │ (None, 128)            │     2,359,424 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dropout (Dropout)               │ (None, 128)            │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense_1 (Dense)                 │ (None, 256)            │        33,024 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dropout_1 (Dropout)             │ (None, 256)            │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense_2 (Dense)                 │ (None, 6)              │         1,542 │
└─────────────────────────────────┴────────────────────────┴───────────────┘
 Total params: 2,673,414 (10.20 MB)
 Trainable params: 2,672,582 (10.20 MB)
 Non-trainable params: 832 (3.25 KB)
Epoch 1/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 42s 87ms/step - accuracy: 0.4078 - loss: 1.5574 - val_accuracy: 0.2523 - val_loss: 2.6103 - learning_rate: 1.0000e-04
Epoch 2/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 14s 31ms/step - accuracy: 0.6497 - loss: 0.9784 - val_accuracy: 0.7327 - val_loss: 0.7501 - learning_rate: 1.0000e-04
Epoch 3/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 22s 35ms/step - accuracy: 0.7261 - loss: 0.7904 - val_accuracy: 0.7074 - val_loss: 0.8593 - learning_rate: 1.0000e-04
Epoch 4/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 12s 33ms/step - accuracy: 0.7762 - loss: 0.6367 - val_accuracy: 0.7694 - val_loss: 0.6722 - learning_rate: 1.0000e-04
Epoch 5/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 33ms/step - accuracy: 0.7989 - loss: 0.5583 - val_accuracy: 0.7897 - val_loss: 0.6472 - learning_rate: 1.0000e-04
Epoch 6/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 12s 35ms/step - accuracy: 0.8315 - loss: 0.4798 - val_accuracy: 0.7719 - val_loss: 0.7669 - learning_rate: 1.0000e-04
Epoch 7/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 19s 32ms/step - accuracy: 0.8634 - loss: 0.3982 - val_accuracy: 0.7865 - val_loss: 0.6648 - learning_rate: 1.0000e-04
Epoch 8/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 32ms/step - accuracy: 0.8873 - loss: 0.3264 - val_accuracy: 0.7869 - val_loss: 0.6904 - learning_rate: 1.0000e-04
Epoch 9/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 20s 32ms/step - accuracy: 0.9037 - loss: 0.2740 - val_accuracy: 0.7908 - val_loss: 0.7263 - learning_rate: 1.0000e-04
Epoch 10/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 0s 28ms/step - accuracy: 0.9170 - loss: 0.2410
Epoch 10: ReduceLROnPlateau reducing learning rate to 4.999999873689376e-05.
351/351 ━━━━━━━━━━━━━━━━━━━━ 22s 35ms/step - accuracy: 0.9171 - loss: 0.2410 - val_accuracy: 0.7919 - val_loss: 0.7590 - learning_rate: 1.0000e-04
Epoch 11/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 12s 35ms/step - accuracy: 0.9460 - loss: 0.1657 - val_accuracy: 0.8254 - val_loss: 0.6454 - learning_rate: 5.0000e-05
Epoch 12/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 19s 32ms/step - accuracy: 0.9586 - loss: 0.1256 - val_accuracy: 0.8154 - val_loss: 0.6787 - learning_rate: 5.0000e-05
Epoch 13/30
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Epoch 14/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 32ms/step - accuracy: 0.9638 - loss: 0.1040 - val_accuracy: 0.8247 - val_loss: 0.6850 - learning_rate: 5.0000e-05
Epoch 15/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 21s 32ms/step - accuracy: 0.9723 - loss: 0.0842 - val_accuracy: 0.8261 - val_loss: 0.6924 - learning_rate: 5.0000e-05
Epoch 16/30
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Epoch 16: ReduceLROnPlateau reducing learning rate to 2.499999936844688e-05.
351/351 ━━━━━━━━━━━━━━━━━━━━ 21s 32ms/step - accuracy: 0.9741 - loss: 0.0797 - val_accuracy: 0.8300 - val_loss: 0.7004 - learning_rate: 5.0000e-05
Epoch 16: early stopping
In [18]:
from tabulate import tabulate
history_df = pd.DataFrame(history.history)
print(tabulate(history_df,headers='keys',tablefmt='psql'))
+----+------------+-----------+----------------+------------+-----------------+
|    |   accuracy |      loss |   val_accuracy |   val_loss |   learning_rate |
|----+------------+-----------+----------------+------------+-----------------|
|  0 |   0.510955 | 1.28698   |       0.252316 |   2.61033  |          0.0001 |
|  1 |   0.674207 | 0.919704  |       0.732716 |   0.75012  |          0.0001 |
|  2 |   0.742697 | 0.742208  |       0.707413 |   0.859349 |          0.0001 |
|  3 |   0.783933 | 0.62225   |       0.769423 |   0.672222 |          0.0001 |
|  4 |   0.810207 | 0.542369  |       0.789736 |   0.647218 |          0.0001 |
|  5 |   0.841111 | 0.457687  |       0.771917 |   0.766898 |          0.0001 |
|  6 |   0.867296 | 0.387865  |       0.786529 |   0.664816 |          0.0001 |
|  7 |   0.891165 | 0.321204  |       0.786885 |   0.690389 |          0.0001 |
|  8 |   0.906395 | 0.266376  |       0.790805 |   0.726272 |          0.0001 |
|  9 |   0.920021 | 0.230908  |       0.791875 |   0.75903  |          0.0001 |
| 10 |   0.952618 | 0.147064  |       0.825374 |   0.645373 |          5e-05  |
| 11 |   0.961792 | 0.118223  |       0.815396 |   0.678717 |          5e-05  |
| 12 |   0.964197 | 0.107257  |       0.809337 |   0.726104 |          5e-05  |
| 13 |   0.966067 | 0.0990508 |       0.824661 |   0.684995 |          5e-05  |
| 14 |   0.971856 | 0.0835726 |       0.826087 |   0.692364 |          5e-05  |
| 15 |   0.974083 | 0.0807464 |       0.830007 |   0.70036  |          5e-05  |
+----+------------+-----------+----------------+------------+-----------------+
In [19]:
history_df = pd.DataFrame(history.history)

plt.plot(history_df.loc[:, ['accuracy']], "#BDE2E2", label='Training accuracy')
plt.plot(history_df.loc[:, ['val_accuracy']], "#C2C4E2", label='Validation accuracy')

plt.title('Training and Validation accuracy')
plt.xlabel('Epochs')
plt.ylabel('Accuracy')
plt.legend()
plt.show()
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In [20]:
# Extract training and validation loss from history
train_loss = history.history['loss']
val_loss = history.history['val_loss']

# Find the epoch with the lowest validation loss
best_epoch = np.argmin(val_loss)
best_val_loss = val_loss[best_epoch]

# Prepare x-axis (epochs) for the plot
epochs = [i + 1 for i in range(len(train_loss))]
highlight_label = f'Best Epoch = {best_epoch + 1}'

# Plot the loss curves
plt.figure(figsize=(20, 8))
plt.style.use('fivethirtyeight')

plt.plot(epochs, train_loss, 'r', label='Training Loss')
plt.plot(epochs, val_loss, 'g', label='Validation Loss')
plt.scatter(best_epoch + 1, best_val_loss, s=150, c='blue', label=highlight_label)

plt.title('Training vs Validation Loss')
plt.xlabel('Epoch')
plt.ylabel('Loss')
plt.legend()
plt.tight_layout()
plt.show()


print(f"\nBest model found at epoch {best_epoch + 1}")

# Load and evaluate the best model
test_loss, test_accuracy = model.evaluate(test_df)

print("\nTest Performance:")
print(f"Loss     : {test_loss:.5f}")
print(f"Accuracy : {test_accuracy * 100:.2f}%")
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Best model found at epoch 11
94/94 ━━━━━━━━━━━━━━━━━━━━ 3s 28ms/step - accuracy: 0.8388 - loss: 0.6465

Test Performance:
Loss     : 0.68293
Accuracy : 82.50%
In [21]:
#visualizing test data
visual_test=test_df.map(lambda x,y:(x*255,y))#rescaling back to [0,255]

#get one batch from test dataset
test_batch=next(visual_test.as_numpy_iterator())
images,labels_one_hot=test_batch

images_for_pred=images/255.0

#predict using best model
pred_probs=model.predict(images_for_pred)
pred_classes=np.argmax(pred_probs,axis=1)
true_classes=np.argmax(labels_one_hot,axis=1)

#ploting images with prediction

fig,axes=plt.subplots(8,4,figsize=(12,20),dpi=200)
axes=axes.flatten()

plt.suptitle('predictions on a Random test Batch',fontsize=14,
             bbox=dict(facecolor='#4a4e69',alpha=0.7,boxstyle='round',pad=0.3),
             y=0.91)
for i,ax in enumerate(axes):
  ax.imshow(images[i].astype(int))
  ax.axis('off')
  ax.set_title(
      f"Label: {class_names[true_classes[i]]}\n"
      f"precited: {class_names[pred_classes[i]]}({100*np.max(pred_probs[i]):.1f}%)",
      fontsize=6
  )
plt.show()
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In [22]:
#confusion matrix and classification report
y_true=[]
y_pred=[]

#loop through batches in test dataset

for images,labels in test_df:
  preds=model.predict(images)

  #convert from  one_hot encoded labels to class_indices
  y_true.extend(np.argmax(labels.numpy(),axis=1))
  y_pred.extend(np.argmax(preds,axis=1))

class_names=['buildings', 'sea', 'forest', 'glacier', 'street', 'mountain']

#print classification report

print("CLassification Report\n")
print(classification_report(y_true,y_pred,target_names=class_names))

#plot confusion matrix
cm=confusion_matrix(y_true,y_pred)
disp=ConfusionMatrixDisplay(confusion_matrix=cm,display_labels=class_names)
disp.plot(cmap=plt.cm.Blues,xticks_rotation=45)
plt.title("Confusion Matrix")
plt.show()
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CLassification Report

              precision    recall  f1-score   support

   buildings       0.79      0.78      0.79       437
         sea       0.96      0.95      0.95       474
      forest       0.77      0.79      0.78       553
     glacier       0.82      0.75      0.78       525
      street       0.79      0.85      0.82       510
    mountain       0.84      0.84      0.84       501

    accuracy                           0.82      3000
   macro avg       0.83      0.83      0.83      3000
weighted avg       0.83      0.82      0.82      3000

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Model Training using VGG16

In [23]:
from tensorflow.keras.applications import VGG16

# initializing convolutional base of vgg16
base_model=VGG16(weights='imagenet',input_shape=(128,128,3),include_top=False)
base_model.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5
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Model: "vgg16"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Layer (type)                    ┃ Output Shape           ┃       Param # ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ input_layer_1 (InputLayer)      │ (None, 128, 128, 3)    │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block1_conv1 (Conv2D)           │ (None, 128, 128, 64)   │         1,792 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block1_conv2 (Conv2D)           │ (None, 128, 128, 64)   │        36,928 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block1_pool (MaxPooling2D)      │ (None, 64, 64, 64)     │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block2_conv1 (Conv2D)           │ (None, 64, 64, 128)    │        73,856 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block2_conv2 (Conv2D)           │ (None, 64, 64, 128)    │       147,584 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block2_pool (MaxPooling2D)      │ (None, 32, 32, 128)    │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block3_conv1 (Conv2D)           │ (None, 32, 32, 256)    │       295,168 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block3_conv2 (Conv2D)           │ (None, 32, 32, 256)    │       590,080 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block3_conv3 (Conv2D)           │ (None, 32, 32, 256)    │       590,080 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block3_pool (MaxPooling2D)      │ (None, 16, 16, 256)    │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block4_conv1 (Conv2D)           │ (None, 16, 16, 512)    │     1,180,160 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block4_conv2 (Conv2D)           │ (None, 16, 16, 512)    │     2,359,808 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block4_conv3 (Conv2D)           │ (None, 16, 16, 512)    │     2,359,808 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block4_pool (MaxPooling2D)      │ (None, 8, 8, 512)      │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block5_conv1 (Conv2D)           │ (None, 8, 8, 512)      │     2,359,808 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block5_conv2 (Conv2D)           │ (None, 8, 8, 512)      │     2,359,808 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block5_conv3 (Conv2D)           │ (None, 8, 8, 512)      │     2,359,808 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ block5_pool (MaxPooling2D)      │ (None, 4, 4, 512)      │             0 │
└─────────────────────────────────┴────────────────────────┴───────────────┘
 Total params: 14,714,688 (56.13 MB)
 Trainable params: 14,714,688 (56.13 MB)
 Non-trainable params: 0 (0.00 B)
In [24]:
earlystop=keras.callbacks.EarlyStopping(
    monitor='val_loss',patience=10, restore_best_weights=True,verbose=1
)
modelcheck=keras.callbacks.ModelCheckpoint(filepath='model_checkpoint_epoch_{epoch:02d}.keras',save_best_only=True)
In [25]:
#adding custom layers on top of VGG16 base model
model2=Sequential()
model2.add(base_model)
model2.add(Flatten())
model2.add(Dense(256,activation='relu'))
model2.add(Dropout(0.5))
model2.add(Dense(128,activation='relu'))
model2.add(Dense(6,activation='softmax'))
model2.compile(loss='categorical_crossentropy',optimizer='adam',metrics=['accuracy'])

model2.summary()

history2=model2.fit(train_df,epochs=30,validation_data=val_df,callbacks=[earlystop,modelcheck])
Model: "sequential_1"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Layer (type)                    ┃ Output Shape           ┃       Param # ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ vgg16 (Functional)              │ (None, 4, 4, 512)      │    14,714,688 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ flatten_1 (Flatten)             │ (None, 8192)           │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense_3 (Dense)                 │ (None, 256)            │     2,097,408 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dropout_2 (Dropout)             │ (None, 256)            │             0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense_4 (Dense)                 │ (None, 128)            │        32,896 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense_5 (Dense)                 │ (None, 6)              │           774 │
└─────────────────────────────────┴────────────────────────┴───────────────┘
 Total params: 16,845,766 (64.26 MB)
 Trainable params: 16,845,766 (64.26 MB)
 Non-trainable params: 0 (0.00 B)
Epoch 1/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 119s 276ms/step - accuracy: 0.2487 - loss: 1.6933 - val_accuracy: 0.6058 - val_loss: 0.9709
Epoch 2/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 182ms/step - accuracy: 0.5819 - loss: 1.0246 - val_accuracy: 0.6051 - val_loss: 1.0515
Epoch 3/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 65s 184ms/step - accuracy: 0.6237 - loss: 0.9408 - val_accuracy: 0.7373 - val_loss: 0.7190
Epoch 4/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 183ms/step - accuracy: 0.7095 - loss: 0.7930 - val_accuracy: 0.7495 - val_loss: 0.7007
Epoch 5/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 83s 185ms/step - accuracy: 0.7646 - loss: 0.6644 - val_accuracy: 0.7887 - val_loss: 0.5730
Epoch 6/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 183ms/step - accuracy: 0.7891 - loss: 0.5912 - val_accuracy: 0.7990 - val_loss: 0.5488
Epoch 7/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 184ms/step - accuracy: 0.8019 - loss: 0.5522 - val_accuracy: 0.8250 - val_loss: 0.5116
Epoch 8/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 81s 182ms/step - accuracy: 0.8226 - loss: 0.5194 - val_accuracy: 0.8165 - val_loss: 0.5365
Epoch 9/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8217 - loss: 0.4944 - val_accuracy: 0.8200 - val_loss: 0.5339
Epoch 10/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 183ms/step - accuracy: 0.8359 - loss: 0.4620 - val_accuracy: 0.8329 - val_loss: 0.4957
Epoch 11/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 181ms/step - accuracy: 0.8470 - loss: 0.4418 - val_accuracy: 0.8375 - val_loss: 0.5213
Epoch 12/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 83s 184ms/step - accuracy: 0.8541 - loss: 0.4335 - val_accuracy: 0.8428 - val_loss: 0.4763
Epoch 13/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 184ms/step - accuracy: 0.8619 - loss: 0.3899 - val_accuracy: 0.8574 - val_loss: 0.4643
Epoch 14/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 182ms/step - accuracy: 0.8643 - loss: 0.3838 - val_accuracy: 0.8528 - val_loss: 0.4255
Epoch 15/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8753 - loss: 0.3643 - val_accuracy: 0.8443 - val_loss: 0.4488
Epoch 16/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8689 - loss: 0.3801 - val_accuracy: 0.8589 - val_loss: 0.4429
Epoch 17/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8757 - loss: 0.3552 - val_accuracy: 0.8222 - val_loss: 0.5191
Epoch 18/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 182ms/step - accuracy: 0.8850 - loss: 0.3299 - val_accuracy: 0.8368 - val_loss: 0.5029
Epoch 19/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8881 - loss: 0.3201 - val_accuracy: 0.8432 - val_loss: 0.4961
Epoch 20/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 181ms/step - accuracy: 0.8915 - loss: 0.3322 - val_accuracy: 0.8478 - val_loss: 0.4339
Epoch 21/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8762 - loss: 0.3743 - val_accuracy: 0.8211 - val_loss: 0.5503
Epoch 22/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 181ms/step - accuracy: 0.8885 - loss: 0.3305 - val_accuracy: 0.8614 - val_loss: 0.4348
Epoch 23/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.9046 - loss: 0.2797 - val_accuracy: 0.8439 - val_loss: 0.5299
Epoch 24/30
351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 181ms/step - accuracy: 0.8974 - loss: 0.2922 - val_accuracy: 0.8632 - val_loss: 0.4858
Epoch 24: early stopping
Restoring model weights from the end of the best epoch: 14.
In [26]:
history2_df = pd.DataFrame(history2.history)
print(tabulate(history2_df,headers='keys',tablefmt='psql'))
+----+------------+----------+----------------+------------+
|    |   accuracy |     loss |   val_accuracy |   val_loss |
|----+------------+----------+----------------+------------|
|  0 |   0.377805 | 1.41481  |       0.605845 |   0.970921 |
|  1 |   0.607855 | 0.977927 |       0.605132 |   1.05149  |
|  2 |   0.654792 | 0.88742  |       0.737349 |   0.718971 |
|  3 |   0.724973 | 0.75721  |       0.749465 |   0.700714 |
|  4 |   0.773156 | 0.643751 |       0.788667 |   0.573041 |
|  5 |   0.79088  | 0.588719 |       0.799002 |   0.548757 |
|  6 |   0.809761 | 0.534596 |       0.825018 |   0.511644 |
|  7 |   0.826416 | 0.500872 |       0.816465 |   0.536511 |
|  8 |   0.832116 | 0.474265 |       0.820028 |   0.533918 |
|  9 |   0.839954 | 0.467248 |       0.832858 |   0.495685 |
| 10 |   0.850998 | 0.429484 |       0.837491 |   0.521311 |
| 11 |   0.863555 | 0.400804 |       0.842837 |   0.476286 |
| 12 |   0.868098 | 0.378807 |       0.857448 |   0.464304 |
| 13 |   0.873709 | 0.36541  |       0.852815 |   0.425494 |
| 14 |   0.877271 | 0.358997 |       0.844262 |   0.448784 |
| 15 |   0.883862 | 0.337325 |       0.858874 |   0.442949 |
| 16 |   0.885376 | 0.331228 |       0.822167 |   0.519053 |
| 17 |   0.888938 | 0.319262 |       0.836778 |   0.502917 |
| 18 |   0.893481 | 0.309754 |       0.843193 |   0.496065 |
| 19 |   0.886088 | 0.348597 |       0.847826 |   0.433869 |
| 20 |   0.875312 | 0.386549 |       0.821098 |   0.550262 |
| 21 |   0.89642  | 0.308325 |       0.861368 |   0.434795 |
| 22 |   0.907285 | 0.276123 |       0.843906 |   0.529867 |
| 23 |   0.910135 | 0.259858 |       0.86315  |   0.485799 |
+----+------------+----------+----------------+------------+
In [27]:
history2_df = pd.DataFrame(history2.history)

plt.plot(history2_df.loc[:, ['accuracy']], "#BDE2E2", label='Training accuracy')
plt.plot(history2_df.loc[:, ['val_accuracy']], "#C2C4E2", label='Validation accuracy')

plt.title('Training and Validation accuracy')
plt.xlabel('Epochs')
plt.ylabel('Accuracy')
plt.legend()
plt.show()
No description has been provided for this image
In [28]:
# Extract training and validation loss from history
train_loss = history2.history['loss']
val_loss = history2.history['val_loss']

# Find the epoch with the lowest validation loss
best_epoch = np.argmin(val_loss)
best_val_loss = val_loss[best_epoch]

# Prepare x-axis (epochs) for the plot
epochs = [i + 1 for i in range(len(train_loss))]
highlight_label = f'Best Epoch = {best_epoch + 1}'

# Plot the loss curves
plt.figure(figsize=(20, 8))
plt.style.use('fivethirtyeight')

plt.plot(epochs, train_loss, 'r', label='Training Loss')
plt.plot(epochs, val_loss, 'g', label='Validation Loss')
plt.scatter(best_epoch + 1, best_val_loss, s=150, c='blue', label=highlight_label)

plt.title('Training vs Validation Loss')
plt.xlabel('Epoch')
plt.ylabel('Loss')
plt.legend()
plt.tight_layout()
plt.show()

# Build the filename of the best model
model_filename = f'model_checkpoint_epoch_{best_epoch:02d}.keras'

print(f"\nBest model found at epoch {best_epoch + 1}")
print(f"Loading model: {model_filename}")

# Load and evaluate the best model
best_model = keras.models.load_model(model_filename)
test_loss, test_accuracy = best_model.evaluate(test_df)

print("\nTest Performance:")
print(f"Loss     : {test_loss:.5f}")
print(f"Accuracy : {test_accuracy * 100:.2f}%")
No description has been provided for this image
Best model found at epoch 14
Loading model: model_checkpoint_epoch_13.keras
94/94 ━━━━━━━━━━━━━━━━━━━━ 11s 105ms/step - accuracy: 0.8546 - loss: 0.4656

Test Performance:
Loss     : 0.47787
Accuracy : 85.03%
In [29]:
print(model_filename)
model_checkpoint_epoch_13.keras
In [32]:
#visualizing test data
visual_test=test_df.map(lambda x,y:(x*255,y))#rescaling back to [0,255]

#get one batch from test dataset
test_batch=next(visual_test.as_numpy_iterator())
images,labels_one_hot=test_batch

images_for_pred=images/255.0

#predict using best model
pred_probs=model2.predict(images_for_pred)
pred_classes=np.argmax(pred_probs,axis=1)
true_classes=np.argmax(labels_one_hot,axis=1)

#ploting images with prediction

fig,axes=plt.subplots(8,4,figsize=(12,20),dpi=200)
axes=axes.flatten()

plt.suptitle('predictions on a Random test Batch',fontsize=14,
             bbox=dict(facecolor='#4a4e69',alpha=0.7,boxstyle='round',pad=0.3),
             y=0.91)
for i,ax in enumerate(axes):
  ax.imshow(images[i].astype(int))
  ax.axis('off')
  ax.set_title(
      f"Label: {class_names[true_classes[i]]}\n"
      f"precited: {class_names[pred_classes[i]]}({100*np.max(pred_probs[i]):.1f}%)",
      fontsize=6
  )
plt.show()
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 127ms/step
No description has been provided for this image
In [31]:
#confusion matrix and classification report
y_true=[]
y_pred=[]

#loop through batches in test dataset

for images,labels in test_df:
  preds=model2.predict(images)

  #convert from  one_hot encoded labels to class_indices
  y_true.extend(np.argmax(labels.numpy(),axis=1))
  y_pred.extend(np.argmax(preds,axis=1))

class_names=['buildings', 'sea', 'forest', 'glacier', 'street', 'mountain']

#print classification report

print("CLassification Report\n")
print(classification_report(y_true,y_pred,target_names=class_names))

#plot confusion matrix
cm=confusion_matrix(y_true,y_pred)
disp=ConfusionMatrixDisplay(confusion_matrix=cm,display_labels=class_names)
disp.plot(cmap=plt.cm.Blues,xticks_rotation=45)
plt.title("Confusion Matrix")
plt.show()
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CLassification Report

              precision    recall  f1-score   support

   buildings       0.80      0.89      0.84       437
         sea       0.91      0.97      0.94       474
      forest       0.87      0.75      0.81       553
     glacier       0.77      0.83      0.80       525
      street       0.86      0.90      0.88       510
    mountain       0.90      0.79      0.84       501

    accuracy                           0.85      3000
   macro avg       0.85      0.86      0.85      3000
weighted avg       0.85      0.85      0.85      3000

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In [ ]:
!jupyter nbconvert --to html Intel_CNN.ipynb